pyRDF2Vec
jRDF2Vec
| pyRDF2Vec | jRDF2Vec | |
|---|---|---|
| 1 | 1 | |
| 240 | 36 | |
| 0.8% | - | |
| 2.9 | 0.0 | |
| 10 days ago | about 1 year ago | |
| Python | Java | |
| MIT License | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
pyRDF2Vec
-
[P] pyRDF2Vec 0.2.0 is out!
This release is packed with many new features and optimizations under the hood. An entire overview of what's new can be found in our CHANGELOG (https://github.com/IBCNServices/pyRDF2Vec/releases/tag/0.2.0). An overview of some major updates:
jRDF2Vec
-
Apache Age, a PostgreSQL Extension with Graph Database Functionality
You subsample. One package I used made N 'random walks' for each node. The random walks are written out as 'sentences', where the node id's are words.
That results in a huge text file, that you then embed as if it were a normal text. The result is a normal 'word embedding' where the words are in reality the node id's. Works like a charm. Highly scalable.
https://github.com/dwslab/jRDF2Vec
What are some alternatives?
text-summarizer - Python Framework for Extractive Text Summarization
Apache AGE - Graph database optimized for fast analysis and real-time data processing. It is provided as an extension to PostgreSQL.
gensim - Topic Modelling for Humans
MicrostarterCli - A Simple tool that generates Micronaut Components
scattertext - Beautiful visualizations of how language differs among document types.
sparql.anything - SPARQL Anything is a system for Semantic Web re-engineering that allows users to ... query anything with SPARQL.
hub - A library for transfer learning by reusing parts of TensorFlow models.
codex - CoDEx: A set of knowledge graph Completion Datasets Extracted from Wikidata and Wikipedia
YassQueenDB - Graph database library that allows you to store, analyze, and search through your data in a graph format. By using the Universal Sentence Encoder, it provides an efficient and semantic approach to handle text data. 📚🧠🚀
pgx - Build Postgres Extensions with Rust! [Moved to: https://github.com/tcdi/pgrx]
magnitude - A fast, efficient universal vector embedding utility package.
rdflib - RDFLib is a Python library for working with RDF, a simple yet powerful language for representing information.